Non-Pattern Classification
No predefined patterns required. You define what “appropriate” means for each AI use case. Secuvy finds those data classes across your estate, including complex unstructured content where legacy tools fail.
The data you don't know about is making decisions for you.
Your proprietary data is your competitive advantage. Not knowing where it's located is your disadvantage. Secuvy ensures it is discovered, accurately classified, and continuously governed before it ever reaches AI.
THE PROBLEM YOU ALREADY KNOW
Every tool promised coverage. The gaps came back.
The policies got written. The team got hired. The tags went on. And the gaps came back, because the rules stopped matching the data.
58% of IT leaders call classifying data for AI their hardest technical problem.
It is worse now. AI rewrites your files daily. Almost no two look alike. Static rules and one-time tags cannot hold.
What holds is a system that keeps discovering and re‑classifying in place, learns from how you actually use data, and proves what went into every AI workload.
WHY THIS IS DIFFERENT
Accuracy climbs on its own. Manual effort trends to zero.
Secuvy learns your real data, not just patterns in sample files. It finds your unique, high‑risk data and how it correlates across systems, even as it changes.
01Non-Pattern Classification
No predefined patterns required. You define what “appropriate” means for each AI use case. Secuvy finds those data classes across your estate, including complex unstructured content where legacy tools fail.
02Contextual Linkage
Connects related data across systems and maps it to business context: applications, users, sensitivity, and use. You see how data actually flows into AI pipelines, not just where it’s stored.
03Checks follow change.
Unchanged files are not re‑analyzed. Compute goes where change happens: new files, new versions, new pipelines. Cost and effort track real activity instead of rescanning everything.
Secuvy recommends. Your team confirms edge cases once. The system learns.
Your people stay focused on AI strategy, not hand‑maintaining rules.
HOW IT WORKS
Find and classify everything. Prove it.
Two continuous steps. Your files never move.
1.0 · DISCOVERY & CLASSIFICATION
Every file, found and classified in place.
- Secuvy connects to 250+ data sources and classifies files where they live
- Every file is checked in context and classified
- Secuvy tags and recommends potential sensitivities; you confirm, and it learns
- No new training required
2.0 · PROVE
A Data Bill of Materials, always current.
Secuvy produces a highly accurate data bill of materials (DBOM), the AI equivalent of a software bill of materials.
- What data classes fed each model or workload
- What was held out and why
- Whether each input was governed, classified, and fit for purpose
With Secuvy, leaders can stop having defensive conversations about AI in the boardroom and start having offensive ones.
Explore Governance, Risk & Compliance →WHAT SECUVY DELIVERS
Secuvy gets you to “AI‑ready with proof” fast.
<1 hr
to connect and start discovery
<24 hrs
to see first results on your own data
250+
sources supported
0
production files moved or changed during classification
THE UPSIDE
Turn classified data into more AI pipelines, faster.
Once Secuvy marks what must stay inside your regulatory / sovereign boundaries, everything else becomes eligible fuel for AI. You see, in one place, what can safely move to GPUs.
Priority, built in.
Every file carries a value and sensitivity signal so you know what to put to work first.
Storage and GPUs, informed.
Those signals flow to your storage and orchestration layers so high-value, AI‑eligible data stays close to GPUs while restricted or sensitive data stays where it belongs.
New pipelines, mapped.
Secuvy surfaces classified data that was previously unused, revealing new paths for compliant AI use cases.
LATEST UPDATES
In the News
MAY 2026
Secuvy joins Armada’s Bridge Marketplace
The AI readiness platform for AI at the edge.
MARCH 2026
Secuvy and Hammerspace power every AI pipeline
Secuvy is integrated into the Hammerspace AI Data Platform built on NVIDIA’s reference design.
Q4 2025
Named in the Forrester Landscape
Recognized in the Q4 2025 Landscape report.
You've made it this far. See Secuvy on your data.
Book a demo →Explore the platform →
Deep dive into discovery, classification, governance, and DBOM.
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Download board‑ and exec‑ready summaries to socialize the approach internally.
What is Secuvy, and who is it for?
Secuvy finds, classifies, and tags enterprise data for AI pipelines, with proof of what went in. It is for CDOs, CISOs, CIOs, and AI / data leaders at 500+ employee enterprises who need control and evidence for every AI workload.
Does Secuvy move or change my data?
No. Secuvy discovers, classifies, and tags data in place. Your files remain in the systems and storage tiers you already use.
Who maintains the classifiers?
There are no rule sets to write or keep current. Secuvy learns unsupervised from your data. Your team reviews recommendations and corrects edge cases; each correction makes future classification sharper.
What is a Data Bill of Materials?
A DBOM is a live inventory of what fed each AI pipeline and what was held out: sensitivity, compliance status, policy reason, and destination for every input. When security, privacy, or the board asks, the answer is already written.
What is AI data prep?
Everything between raw files and an AI pipeline: discovery, classification, and tagging. By hand it takes months and many teams. Secuvy runs it continuously, with first results in about 24 hours.
Confidently fuel every AI pipeline.